Active Learning for Machine Learning Interatomic Potentials on PMechDB (active learning rounds)
-23.5E RMSECommittee Energy
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Committee EnergyAcquisition Strategy=Committee-based2026.05 | -23.5 | 25 | -31.6 | -5 | |
| Activation LCMDAcquisition Strategy=LCMD, Representation Signal=Activation2026.05 | 15 | 20 | 5 | 0 | |
| NTK LCMDAcquisition Strategy=LCMD, Representation Signal=NTK2026.05 | 20 | 25 | 5 | 0 |